{"id":"W3112965298","doi":"10.2139/ssrn.3710521","title":"Trademarks in Entrepreneurial Firm Success: Empirical Evidence from Venture Backed Private Firms and Initial Public Offerings","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Initial public offering; Venture capital; Empirical evidence; Entrepreneurship; Social venture capital; Accounting; Private equity; Marketing; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279837,0.0002368228,0.0004048628,0.001483893,0.0007748138,0.002639803,0.0006194445,0.001267269,0.008619459],"category_scores_gemma":[0.01666524,0.0002776897,0.0005587605,0.002523628,0.001313616,0.001981345,0.001490237,0.001701769,0.000945456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004597862,"about_ca_system_score_gemma":0.0006822249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033585,"about_ca_topic_score_gemma":0.01760707,"domain_scores_codex":[0.9992648,0.0002280554,0.00006250668,0.00009281619,0.0001366798,0.0002151767],"domain_scores_gemma":[0.9187111,0.04391284,0.02581418,0.00176358,0.001832459,0.007965793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005051743,0.0007197834,0.9925267,0.00002786261,0.00008780618,0.0001834758,0.0006165744,0.0001372269,0.0001678324,0.0004061712,0.0002202033,0.004401293],"study_design_scores_gemma":[0.00003032537,0.0002286584,0.9955319,0.00004601494,0.0001017916,0.0001116821,0.002355006,0.0003102248,0.0001465261,0.0005234879,0.0006040526,0.00001023965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980107,0.0003148528,0.00003297074,0.0001255905,0.000004737322,0.000003517814,0.0001367595,0.000001651661,0.001369164],"genre_scores_gemma":[0.9987313,0.0002502123,0.0000196311,0.00002587833,0.00001756165,0.000002494413,0.0002123292,0.000002270827,0.0007382911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033585,"threshold_uncertainty_score":0.02883494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728894294422537,"score_gpt":0.2641654649738654,"score_spread":0.21687652202964,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}